Here is a small sample of the taxonomy:
ARMM (Autonomous Region in Muslim Mindanao)
Lanao del Sur
CAR (Cordillera Administrative Region)
Sorry, cities are not included in this taxonomy.
Download Philippine regions and provinces CSV.
The data is from www.pinas.ph website.